Mahsa Yousefi

11 papers Journal 7Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
Fully stochastic trust-region methods with Barzilai-Borwein steplengths.
J. Comput. Appl. Math.
Stefania Bellavia, Benedetta Morini, Mahsa Yousefi
2025 — conf
Soil Analysis with Machine-Learning-Based Processing of Air-Coupled Stepped-Frequency GPR Field Measurements: Preliminary Study.
EUSIPCO
Chunlei Xu, Michael Pregesbauer, Naga Sravani Chilukuri, Daniel Windhager, Mahsa Yousefi, Pedro Julián, Lothar Ratschbacher
2024 J jnl
A non-monotone trust-region method with noisy oracles and additional sampling.
Comput. Optim. Appl.
Natasa Krejic, Natasa Krklec Jerinkic, Angeles Martinez, Mahsa Yousefi
2024 J jnl
Fully stochastic trust-region methods with Barzilai-Borwein steplengths.
CoRR
Stefania Bellavia, Benedetta Morini, Mahsa Yousefi
2024 J jnl
Soil analysis with machine-learning-based processing of stepped-frequency GPR field measurements: Preliminary study.
CoRR
Chunlei Xu, Michael Pregesbauer, Naga Sravani Chilukuri, Daniel Windhager, Mahsa Yousefi, Pedro Julián, Lothar Ratschbacher
2023 — conf
Combined First- and Second-Order Directions for Deep Neural Networks Training.
NUMTA (1)
Ángeles Martínez, Marco Viola, Mahsa Yousefi
2023 J jnl
Deep Neural Networks Training by Stochastic Quasi-Newton Trust-Region Methods.
Algorithms
Mahsa Yousefi, Angeles Martinez
2023 J jnl
Majorization-Minimization for sparse SVMs.
CoRR
Alessandro Benfenati, Emilie Chouzenoux, Giorgia Franchini, Salla Latva-Aijo, Dominik Narnhofer, Jean-Christophe Pesquet, Sebastian J. Scott, Mahsa Yousefi
2022 — conf
A Stochastic Modified Limited Memory BFGS for Training Deep Neural Networks.
SAI (2)
Mahsa Yousefi, Ángeles Martínez Calomardo
2022 — conf
A stochastic nonmonotone trust-region training algorithm for image classification.
SITIS
Mahsa Yousefi, Ángeles Martínez Calomardo
2022 J jnl
On the efficiency of Stochastic Quasi-Newton Methods for Deep Learning.
CoRR
Mahsa Yousefi, Angeles Martinez